def from_meta(meta: dict, **kwargs):
"""
Parameters
----------
meta
kwargs
Returns
-------
KerasComponent
"""
cls = str_to_type(meta['class_path'])
obj: KerasComponent = cls()
assert 'load_path' in meta, f'{meta} doesn\'t contain load_path field'
obj.load(meta['load_path'])
return obj
def load_from_meta(meta: dict) -> Component:
cls = meta.get('class_path', None)
assert cls, f'{meta} doesn\'t contain class_path field'
cls = str_to_type(cls)
return cls.from_meta(meta)
def from_meta(meta: dict, **kwargs):
cls = str_to_type(meta['class_path'])
function = meta['function']
function = object_from_class_path(function)
return cls(function)
def from_meta(meta: dict, **kwargs):
cls = str_to_type(meta['class_path'])
component = load_from_meta(meta['component'])
return cls(component, meta['input_key'], meta['output_key'])